公开(公告)号：US11769019B1

公开(公告)日：2023-09-26

申请号：US16953205

申请日：2020-11-19

Applicant: Amazon Technologies, Inc.

Inventor： Prashant Mathur ,  Georgiana Dinu ,  Anna Currey ,  Eric J. Nowell ,  Aakash Upadhyay ,  Haiyu Yao ,  Marcello Federico ,  Yaser Al-Onaizan ,  Rama Krishna Sandeep Pokkunuri ,  Jian Wang ,  Xianglong Huang

IPC: G06F40/58 ,  G06N3/08

CPC classification number: G06F40/58 ,  G06N3/08

Abstract: A translation system receives examples of translations between a first language and a second language. In response to receiving request to translate a source text from the first language to the second language, the system ranks the examples based on the example's applicability to one or more portions of the source text. The system performs additional training of a neural network that was pre-trained to translate from the first language to the second language, where the additional training is based on one or more top-ranking examples. The system translates the source text to the second language using the additionally trained neural network.

公开(公告)号：US20220100772A1

公开(公告)日：2022-03-31

申请号：US17039887

申请日：2020-09-30

Applicant: Amazon Technologies, Inc.

Inventor： Srikanth Doss Kadarundalagi Raghura ,  Yogarshi Paritosh Vyas ,  Miguel Ballesteros Martinez ,  Yahor Pushkin ,  Sunil Mallya Kasaragod ,  Yaser Al-Onaizan ,  Sameer Karnik ,  Abhinav Goyal ,  Graham Vintcent Horwood ,  Kapil Singh Badesara

IPC: G06F16/25 ,  G06F16/23 ,  G06F21/62 ,  G06F40/289

Abstract: Methods, systems, and computer-readable media for context-sensitive linking of entities to private databases are disclosed. An entity linking service stores a plurality of representations of entities. Individual ones of the entities correspond to individual ones of a plurality of records in one or more private databases. The entity linking service determines a mention of an entity in a document. The entity linking service selects, from the plurality of records in the one or more private databases, a record corresponding to the entity. The record is selected based at least in part on the plurality of representations of the entities and based at least in part on a context of the mention of the entity in the document. The entity linking service generates output comprising a reference to the selected record in the one or more private databases.